Attention-based multiple-instance learning for Pediatric bone age assessment with efficient and interpretable

Chong Wang,Yang Wu,Chen Wang,Xuezhi Zhou,Yanxiang Niu, Yu Zhu,Xudong Gao,Chang Wang,Yi Yu

Biomedical Signal Processing and Control（2023）

引用 2|浏览17

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摘要

•Multi-instance learning-based attention networks for bone age assessment.•Data efficiency is achieved through feature extraction networks.•The proposed model is highly interpretable.

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关键词

Bone age assessment,Multiple-instance learning,Deep learning,Hand radiograph

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